How we improved APM Java startup by encoding a prefix trie as a JVM constant

2026-08-12

Datadog's APM team reduced class-matching overhead during Java startup by 30% over four years. A key technique involved encoding a prefix trie as a JVM string constant, named ClassNameTrie, to optimize the startup process.